Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930000010

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 3 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.167

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930000033

distance 0.167

#2 · Sanglicell 4930000370

distance 0.174

#3 · Sanglicell 4930003433

distance 0.181

#4 · Sanglicell 4930003927

distance 0.184

#5 · Sanglicell 4930000099

distance 0.188

#6 · Sanglicell 4930001190

distance 0.193

#7 · Sanglicell 4930002911

distance 0.195

#8 · Sanglicell 4930002249

distance 0.197

#9 · Sanglicell 4930003087

distance 0.2

#10 · Dharashivcell 4880001995

distance 0.2 · cross-district

#11 · Sanglicell 4930000004

distance 0.201

#12 · Sanglicell 4930002736

distance 0.203

#13 · Sanglicell 4930002404

distance 0.205

#14 · Sanglicell 4930002273

distance 0.206

#15 · Sanglicell 4930000167

distance 0.209

#16 · Sanglicell 4930002773

distance 0.212

#17 · Laturcell 4810001975

distance 0.212 · cross-district

#18 · Sanglicell 4930001882

distance 0.213

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930000010}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.